| Presentation | 2021-03-15 Improvement of a skeletal recognition algorithm of bone scintigrams Yuri Hoshino, Atsushi Saito, Atsushi Yoshida, Shigeaki Higashiyama, Joji Kwabe, Hiromitsu Daisaki, Kazuhiro Nishikawa, Akinobu Shimizu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we report the results of our work on skeletal recognition processing on bone scintigram. Specifically, we report the results of a study of loss design that takes into account the topological features of bone regions in order to improve anatomically unnatural recognition results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | bone scintigram / segmentation / diagnostic support / deep learning |
| Paper # | MI2020-47 |
| Date of Issue | 2021-03-08 (MI) |
| Conference Information | |
| Committee | MI |
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| Conference Date | 2021/3/15(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Medical Imaging |
| Chair | Yoshiki Kawata(Tokushima Univ.) |
| Vice Chair | Takayuki Kitasaka(Aichi Inst. of Tech.) / Hidekata Hontani(Nagoya Inst. of Tech.) |
| Secretary | Takayuki Kitasaka(Yamaguchi Univ.) / Hidekata Hontani(Univ. of Hyogo) |
| Assistant | Hotaka Takizawa(Tsukuba Univ.) / Yoshito Otake(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Medical Imaging |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement of a skeletal recognition algorithm of bone scintigrams |
| Sub Title (in English) | |
| Keyword(1) | bone scintigram |
| Keyword(2) | segmentation |
| Keyword(3) | diagnostic support |
| Keyword(4) | deep learning |
| 1st Author's Name | Yuri Hoshino |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 2nd Author's Name | Atsushi Saito |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 3rd Author's Name | Atsushi Yoshida |
| 3rd Author's Affiliation | Osaka City University Hospital(Osaka City Univ) |
| 4th Author's Name | Shigeaki Higashiyama |
| 4th Author's Affiliation | Osaka City University Hospital(Osaka City Univ) |
| 5th Author's Name | Joji Kwabe |
| 5th Author's Affiliation | Osaka City University Hospital(Osaka City Univ) |
| 6th Author's Name | Hiromitsu Daisaki |
| 6th Author's Affiliation | Gunma Prefectural College of Health Sciences(GCHS) |
| 7th Author's Name | Kazuhiro Nishikawa |
| 7th Author's Affiliation | Nihon Medi-Physics Co.,Ltd.(NMP) |
| 8th Author's Name | Akinobu Shimizu |
| 8th Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| Date | 2021-03-15 |
| Paper # | MI2020-47 |
| Volume (vol) | vol.120 |
| Number (no) | MI-431 |
| Page | pp.pp.1-2(MI), |
| #Pages | 2 |
| Date of Issue | 2021-03-08 (MI) |